Visualize any GitHub repository as an interactive knowledge graph. Understand code architecture, dependencies, and execution flows instantly.
Stop reading code line by line. AI Code Graph turns any GitHub repository into an interactive knowledge graph that shows you the complete architecture: every function, class, dependency, and execution flow — all connected and searchable.
Built on the open-source GitNexus engine, your code is analyzed 100% in-browser using WebAssembly. Nothing is uploaded to any server — your code stays private.
Paste code and get an interactive dependency graph showing function calls, imports, and relationships. Free code visualization tool — no signup. This page is built for people who want a fast path to a working result, not a vague prompt-and-pray workflow. If you need a more reliable first draft, cleaner output, or a repeatable workflow you can hand to a teammate, AI Code Graph is designed to shorten that path.
Most visitors use AI Code Graph because they need something specific done now: a deliverable, a decision, or a workflow checkpoint. The sections below show the fastest way to get value from the tool and the adjacent pages that help you keep going.
Visualize your code's structure instantly:
For developers who want to understand code architecture at a glance.
Quickly understand a codebase's structure during onboarding.
Visualize the impact of changes across the dependency tree.
Document and communicate architecture decisions with visual diagrams.
Learn about software architecture by visualizing real code structures.
A strong outcome from AI Code Graph is not just “some output.” It should be usable with minimal cleanup, aligned to the task you opened the page for, and specific enough that you can paste it into the next step of your workflow without rewriting everything from scratch.
If the first pass feels too generic, use the use cases, FAQs, and related pages here to tighten the scope. That usually produces better results faster than starting over in a blank chat.